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Dainis Boumber's Dev Card

Dainis Boumber's Projects

aa_cnn icon aa_cnn

Multi-label CNN for Authorship Attribution

abib icon abib

Biased Bagging for Unsupervised Domain Adaptation

adaptation-metrics icon adaptation-metrics

Adapt Transformer-based language models to new text domains based on Ruder's 2017 paper

amamda icon amamda

Adversarial Multi-Author Multi-Domain Adaptation

av icon av

authorship verification

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

charrnn icon charrnn

Lasagne implementation flavours for CharRNN

domain-adaptation-kit icon domain-adaptation-kit

This library offers a unified approach to run a number of popular Domain Adaptation methods. It has some Deep Learning, but it is also meant to address the issue with most non-Deep Learning DA being done in Matlab.

dstools icon dstools

Collection of various tools and functions written by me and others that are useful for Data Science.

fastai_dev icon fastai_dev

dev notebooks (for docs see http://docs.fast.ai and https://github.com/fastai/fastai)

hedwig icon hedwig

PyTorch deep learning models for document classification

hft-cnn icon hft-cnn

Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization

hub icon hub

🔌 A central repository collecting pre-trained adapter modules

ipyexperiments icon ipyexperiments

jupyter/ipython experiment containers for GPU and general RAM re-use

ivy icon ivy

The Unified Machine Learning Framework

jdot-palab icon jdot-palab

jdot domain adaptation modified for baselines by pattern analysis lab

keras-nbsvm icon keras-nbsvm

A Keras Implementation of NBSVM for Text Classification

longlora icon longlora

Code and documents of LongLoRA and LongAlpaca

loorls-da icon loorls-da

Very simple domain adaptation using leaving one one loss and RLS

mlib icon mlib

A Machine Learning Library in Python

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